sigmoid {LogRegEquiv} | R Documentation |
This function takes a number \theta
and returns its
respective sigmoid probability \frac{e^{theta}}{1+e^{theta}}
.
This is used in logistic regression to model P(y=1|x)
.
sigmoid(theta)
theta |
the linear predictor |
the sigmoid probability
sigmoid(0)